Diversity and potential invasiveness of insects in agricultural landscapes of Wonosobo, Central Java, Indonesia
Main Article Content
Abstract
Abstract. Rahmadhani SE, Salsabila S, Andrianto R, Rosyida SH, Ainia Q, Dewangga A, Setyawan AD. 2025. Diversity and potential invasiveness of insects in agricultural landscapes of Wonosobo, Central Java, Indonesia. Asian J Agric 9: 663-670. Altitude and microclimatic variation act as key ecological filters that shape species diversity, community structure, and invasion potential altitude, microclimate, and land-use intensity jointly structure insect communities in the agricultural landscapes of Wonosobo, Central Java, Indonesia. Surveys across lowland Karangsambung (621 masl), mid-elevation Blederan (969 masl), and highland Sembungan (2,056 masl) recorded 57 species from 31 families, revealing clear diversity gradients. Species richness and functional balance peaked at mid-elevation, where moderate temperatures and heterogeneous vegetation supported diverse herbivores, predators, and pollinators. Lowland sites retained high diversity driven by warm conditions and productive cropping systems. In contrast, highland assemblages were simplified and dominated by synanthropic Diptera (Musca domestica, Leucostoma simplex), reflecting harsh climatic filters and nutrient-enriched soils. NMDS-envfit analyses highlighted altitude, temperature, illumination, and wind as the main determinants of community structure. Invasiveness remained low overall, but disturbance-tolerant taxa increased with elevation. These findings emphasize the importance of vegetation heterogeneity, microclimate buffering, and biological control in sustaining ecological stability. As climate warming accelerates, mid-elevation agroecosystems may become critical resilience zones for conserving biodiversity and maintaining agricultural sustainability.
Article Details
Issue
Section
How to Cite
References
Acharya BK, Vijayan L. 2015. Butterfly diversity along the elevation gradient of Eastern Himalaya, India. Ecol Res 30: 909-919. DOI: 10.1007/s11284-015-1292-0.
Adnan BA, Kurniawati T, Trianto M. 2024. Diversity and abundance of soil arthropods in the terrestrial area of Situ Lengkong Panjalu, West Java, Indonesia. Jurnal Biodjati 9 (1): 66-79. DOI: 10.15575/biodjati.v9i1.33980.
Alfianingsih F, Dirhamzah D, Nurindah N. 2022. Identifikasi serangga diurnal di Kawasan Hutan Topidi, Kabupaten Gowa, Sulawesi Selatan. Filogeni: Jurnal Mahasiswa Biologi 2 (2): 42-46. DOI: 10.24252/filogeni.v2i2.29368. [Indonesian]
Allen AP, Brown JH, Gillooly JF. 2002. Global biodiversity, biochemical kinetics, and the energetic-equivalence rule. Science 297: 1545-1548. DOI: 10.1126/science.1072380.
Altieri MA, Nicholls CI. 2017. Agroecology: A Transdisciplinary, Participatory, and Action-Oriented Approach. CRC Press, Boca Raton.
Anderson MJ, Crist TO, Chase JM, Vellend M et al. 2011. Navigating the multiple meanings of β diversity: a roadmap for the practicing ecologist. Ecol Lett 14 (1): 19-28. DOI: 10.1111/j.1461-0248.2010.01552.x.
Andriani DM, Setianingsih M, Susilo, Metiani, Darma AP. 2017. Keanekaragaman dan pola penyebaran insekta permukaan tanah di Resort Cisarua Taman Nasional Gunung Gede Pangrango Jawa Barat. Jurnal Pendidikan Biologi dan Biosains 1 (1): 24-30. DOI: 10.29405/bioeduscience/24-30111179. [Indonesian]
Azhar B, Razi N, Sanusi R, Lechner A, Ashraf M, Zaki WMW, Jafni F. 2024. Vegetation structure and relative humidity drive the diurnal foraging activity of Malaysian giant ant workers in urban fragmented forests. Insect Conserv Divers 17 (2): 334-344. DOI: 10.1111/icad.12724.
Belioka MP, Achilias DS. 2024. The effect of weathering conditions in combination with natural phenomena/disasters on microplastics’ transport from aquatic environments to agricultural soils. Microplastics 3 (3): 518-538. DOI: 10.3390/microplastics3030033.
Bell M, Irish S, Schmidt WP et al. 2019. Comparing trap designs and methods for assessing density of synanthropic flies in Odisha, India. Parasite Vectors 12: 75. DOI: 10.1186/s13071-019-3324-z.
Bianchi FJJA, Booij CJH, Tscharntke T. 2006. Sustainable pest regulation in agricultural landscapes: A review on landscape composition, biodiversity and natural pest control. Proc R Soc B 273: 1715-1727. DOI: 10.1098/rspb.2006.3530.
Bishop TR, Robertson MP, van Rensburg BJ, Parr CL. 2014. Elevation-diversity patterns through space and time: Ant communities of the Maloti-Drakensberg Mountains of southern Africa. J Biogeogr 41:2256-2268. DOI: 10.1111/jbi.12368.
Blackburn TM, Pyšek P, Bacher S, Carlton JT, Duncan RP, Jarošík V, Wilson JRU, Richardson DM. 2011. A proposed unified framework for biological invasions. Trends Ecol Evol 26 (7): 333-339. DOI: 10.1016/j.tree.2011.03.023.
CABI. 2024. Invasive Species Compendium. Wallingford, CAB International, UK. Available at: https://www.cabidigitallibrary.org.
Cely-Santos M, Philpott SM. 2019. Local and landscape habitat influences on bee diversity in agricultural landscapes in Anolaima, Colombia. J Insect Conserv 23:133-146. DOI: 10.1007/s10841-018-00122-w.
Chaitanya M, Anitha G, Mahendra KR. 2024. Diversity and relative abundance of insect pests and natural enemies in organic rice. Uttar Pradesh J Zool 45 (15): 573-580. DOI: 10.56557/upjoz/2024/v45i15427.
Chandrasekaran G, Rajendran P. 2025. Diversity and seasonal variation of odonates in selected wetlands of Madurai District. Int J Ecol Environ Sci 51:531-542. DOI: 10.55863/ijees.2025.0763.
Chown SL, Gaston KJ. 2010. Body size variation in insects: A macroecological perspective. Biol Rev 85: 139-169. DOI: 10.1111/j.1469-185X.2009.00097.x.
Colwell RK, Brehm G, Cardelús CL, Gilman AC, Longino JT. 2008. Global warming, elevational range shifts, and lowland biotic attrition in the wet tropics. Science 322: 258-261. DOI: 10.1126/science.1162547.
Colwell RK, Rahbek C, Gotelli NJ. 2004. The mid-domain effect and species richness patterns: what have we learned so far? Am Nat 163 (3): E1-E23. DOI: 10.1086/382056.
Connell JH. 1978. Diversity in tropical rainforests and coral reefs. Science 199: 1302-1310. DOI: 10.1126/science.199.4335.1302.
Convention on Biological Diversity (CBD). 2002. Guiding Principles for the Prevention, Introduction and Mitigation of Impacts of Alien Species that Threaten Ecosystems, Habitats and Species. Convention on Biological Diversity, COP 6 Decision VI/23.
Convention on Biological Diversity (CBD). 2023. Indonesia - Country Profile: Biodiversity Facts. Convention on Biological Diversity. Accessed 29 Nov 2025. https://www.cbd.int/countries/profile
da Silva CRB, Diamond SE. 2024. Local climate change velocities and evolutionary history explain multidirectional range shifts in a North American butterfly assemblage. J Anim Ecol 93: 1160-1171. DOI: 10.1111/1365-2656.14132.
Dainese M, Martin EA, Aizen MA et al. 2019. A global synthesis reveals biodiversity-mediated benefits for crop production. Sci Adv 5: eaax0121. DOI: 10.1126/sciadv.aax0121.
Davis MA, Grime JP, Thompson K. 2000. Fluctuating resources in plant communities: A general theory of invasibility. J Ecol 88: 528-534. DOI: 10.1046/j.1365-2745.2000.00473.x.
Delabye S. 2021. Ecological and Biogeographical Drivers of Afrotropical Lepidoptera biodiversity. [PhD Thesis]. Univ South Bohemia, České Budějovice. [Czech Republic]
Dzekashu FF, Pirk CWW, Yusuf AA, Classen A, Kiatoko N, Steffan-Dewenter I, Peters MK, Lattorff HMG. 2023. Seasonal and elevational changes of plant-pollinator interaction networks in East African mountains. Ecol Evol 13 (7): e10060. DOI: 10.1002/ece3.10060.
El Harche H, El Hassouni S, Fadli M, Dahmani J. 2023. Spatial, seasonal variation and impacts of anthropogenic factors on insect assemblages (Arthropoda: Insecta) in Northwest Morocco. Biodiversitas 24 (10): 5368-5375. DOI: 10.13057/biodiv/d241019.
Elton CS. 1958. The Ecology of Invasions by Animals and Plants. Methuen, London. DOI: 10.1007/978-1-4899-7214-9.
Fajarfika R. 2020. Keanekaragaman dan dominansi serangga pada agroekosistem tanaman tomat (Lycopersicum esculentum Mill.). Jurnal Agro Wiralodra 3 (2): 68-73. DOI: 10.31943/agrowiralodra.v3i2.51. [Indonesian]
Findayani A, Ta’ani MQA, Anindra TAG, Alwi MS, Amrullah MF. 2024. Identifikasi natural based solutions sebagai upaya konservasi lahan kritis akibat pertanian kentang di Dataran Tinggi Dieng Kecamatan Kejajar Kabupaten Wonosobo. Indones J Conserv 13 (1): 26-35. DOI: 10.15294/ijc.v13i1.6957. [Indonesian]
Franco AMA, Hill JK, Kitschke C, Collingham YC, Roy DB, Fox R, Huntley B, Thomas CD. 2006. Impacts of climate warming and habitat loss on extinctions at species’ low-latitude range boundaries. Glob Change Biol 12: 1545-1553. DOI: 10.1111/j.1365-2486.2006.01180.x.
Fraser AM, Allington GRH, Luthra A, Virkar P, Rana S, Suyal R, Rawat A, Ratna A, Cunningham K, Raikwal N, Pandey A, Singh V. 2024. Pollination deficit in apples increases with elevation. Agric Ecosyst Environ 371: 109068. DOI: 10.1016/j.agee.2024.109068.
Gani RA, Purwanto S, Sukarman S. 2021. Karakteristik tanah vulkanik di Kabupaten Wonosobo dan pengelolaannya untuk pertanian. Jurnal Tanah dan Iklim 45 (1): 1-11. DOI: 10.21082/jti.v45n1. [Indonesian]
Garibaldi LA, Steffan-Dewenter I, Winfree R et al. 2013. Wild pollinators enhance fruit set of crops regardless of honey bee abundance. Science 339: 1608-1611. DOI: 10.1126/science.1230200.
Garibaldi LA, Zermoglio PF, Jobbágy EG, Andreoni L, Ortiz de Urbina A, Grass I, Oddi FJ. 2023. How to design multifunctional landscapes? J Appl Ecol 60: 2521-2527. DOI: 10.1111/1365-2664.14517.
GBIF. 2024. Global Biodiversity Information Facility. https://www.gbif.org.
Gregor F, Daniel M. 1976. To the knowledge of fauna of synanthropic flies of the Nepal Himalaya. Folia Parasitol 23 (1): 61-68.
Gul S, ur Rehman F, Taj MK, Gul S, Khan MA, Taj I, Khan S. 2024. The house flies, Musca domestica, as a mechanical vector and its management to control in Quetta City, Balochistan. Pak-Eur J Med Life Sci 7 (3): 437-448. DOI: 10.31580/87hj0c23.
Gurr GM, Wratten SD, Snyder WE, Read DMY. 2012. Biodiversity and Insect Pests: Key Issues for Sustainable Management. Wiley-Blackwell, Oxford. DOI: 10.1002/9781118231838.
He Q, Jiang X, Zhang Y. 2024. The gains and losses of cultivated land requisition-compensation balance: analysis of spatiotemporal trade-offs and synergies in ecosystem services using Hubei Province as a case study. Land 13 (10): 1641. DOI: 10.3390/land13101641.
Heong KL, Aquino GB, Barrion AT. 1991. Arthropod community structures of rice ecosystems in the Philippines. Bull Entomol Res 81 (4): 407-416. DOI: 10.1017/S0007485300031977.
Hidayat AR, Ramadhan RAM, Nasrudin N. 2022. Keanekaragaman dan dominasi serangga di persawahan di Kecamatan Mangkubumi, Indihiang, dan Cibereum Kota Tasikmalaya. AGROSCRIPT: J Appl Agric Sci 4 (2): 48-56. DOI: 10.36423/agroscript.v4i2.986. [Indonesian]
Hodkinson ID. 2005. Terrestrial insects along elevation gradients: Species and community responses to altitude. Biol Rev 80 (3): 489-513. DOI: 10.1017/S1464793105006767.
Hooper DU, Chapin FS, Ewel JJ et al. 2005. Effects of biodiversity on ecosystem functioning: A consensus of current knowledge. Ecol Monogr 75: 3-35. DOI: 10.1890/04-0922.
Horgan FF, Vu Q, Mundaca EA, Crisol-Martínez E. 2022. Restoration of rice ecosystem services: “ecological engineering for pest management” incentives and practices in the Mekong Delta Region of Vietnam. Agronomy 12: 1042. DOI: 10.3390/agronomy12051042.
iNaturalist. 2024. iNaturalist.org Species Database. https://www.inaturalist.org.
Indriati G, Susilawati, Puspitasari M. 2020. Insect diversity of cacao (Theobroma cacao L.) plantation under different shade trees in Pakuwon, Sukabumi. IOP Conf Ser Earth Environ Sci 418: 012017. DOI: 10.1088/1755-1315/418/1/012017.
Invasive Species Specialist Group (IUCN-ISSG). 2000. Global Invasive Species Database (GISD). International Union for Conservation of Nature (IUCN). Available at: https://www.iucngisd.org/gisd/
Issa R. 2019. Musca domestica acts as a transport vector host. Bull Natl Res Cent 43: 73. DOI: 10.1186/s42269-019-0111-0.
ITIS. 2024. Integrated Taxonomic Information System. https://www.itis.gov.
Jacobsen D. 2003. Altitudinal changes in diversity of macroinvertebrates from small streams in the Ecuadorian Andes. Arch Hydrobiol 158: 145-167. DOI: 10.1127/0003-9136/2003/0158-0145.
Jaramillo J, Chabi-Olaye A, Kamonjo C et al. 2009. Thermal tolerance of the coffee berry borer Hypothenemus hampei: predictions of climate change impact on a tropical insect pest. PLoS One 4 (8): e6487. DOI: 10.1371/journal.pone.0006487.
Joshi PC, Kumar K, Arya M. 2008. Assessment of insect diversity along an altitudinal gradient in Pinderi forests of Western Himalaya, India. J Asia-Pac Entomol 11: 5-11. DOI: 10.1016/j.aspen.2008.02.002.
Jupri A, Ahyadi H, Uzma S, Muthma’innah E, Riski TNA, Hakim A, Hidayah N. 2024. Analysis of the effect of climate change on biodiversity conditions in West Nusa Tenggara. Jurnal Biologi Tropis 24 (2): 697-711. DOI: 10.29303/jbt.v24i2.6950.
Karp DS, Mendenhall CD, Callaway E et al. 2018. Crop pests and predators exhibit inconsistent responses to surrounding landscape composition. Proc Natl Acad Sci USA 115: E7863-E7870. DOI: 10.1073/pnas.1800042115.
Kaspari M, Ward PS, Yuan M. 2004. Energy gradients and the geographic distribution of local ant diversity. Oecologia 140: 407-413. DOI: 10.1007/s00442-004-1607-2.
Kevisani BA, Kevermatea R, Annan T, Adlacheamdwo S. 2018. Influence of human activity on diversity and abundance of insects in three wetland environments in Ghana. Submarine Pollut Bull 8: 254-261. DOI: 10.1016/j.scitotenv.2018.02.123.
Körner C. 2007. The use of “altitude” in ecological research. Trends Ecol Evol 22 (11): 569-574. DOI: 10.1016/j.tree.2007.09.006.
Kremen C, Williams NM, Aizen MA et al. 2007. Pollination and other ecosystem services produced by mobile organisms: A conceptual framework for the effects of land-use change. Ecol Lett 10: 299-314. DOI: 10.1111/j.1461-0248.2007.01018.x.
Kumar P, Thakur TS, Deepika, Sharma N. 2022. Diversity studies on insect pests of high altitudinal transitional zones of North-western Himalayas. Nusantara Biosci 14 (2): 203-210. DOI: 10.13057/nusbiosci/n140211.
Kusumastianto AP, Permana YD, Reza A, Soesilohadi RH. 2012. Insect diversity in Dieng Plateau, Central Java. In: Proceedings of the 8th Congress of the Entomological Society of Indonesia, Bogor.
Le VS. 2023. Agroecological Practices for a Sustainable Tea Production in Northern Vietnam. [PhD Thesis]. Deakin Univ, Victoria, Australia.
Legendre P, Legendre L. 2012. Numerical Ecology. 3rd ed. Elsevier, Amsterdam.
Leihy RI, Chown SL. 2020. Wind plays a major but not exclusive role in the prevalence of insect flight loss on remote islands. Proc R Soc B 287:20202121. DOI: 10.1098/rspb.2020.2121.
Leksono AS. 2017. Ekologi Arthropoda. Universitas Brawijaya Press, Malang. [Indonesian]
Levine JM, Adler PB, Yelenik SG. 2004. A meta-analysis of biotic resistance to exotic plant invasions. Ecol Lett 7: 975-989. DOI: 10.1111/j.1461-0248.2004.00657.x.
Liao Z, Zhang J, Shen X, Zhu M, Lan X, Cui J, Guan Y, Zhang Y, Deng Z, Tang T, Liu F, Yang D, Zhang Y. 2024. Elevation and human disturbance interactively influence the patterns of insect diversity on the southeastern periphery of the Tibetan Plateau. Insects 15 (9): 669. DOI: 10.3390/insects15090669.
Liebhold AM, Brockerhoff EG, Garrett LJ, Parke JL, Britton KO. 2012. Live plant imports: The major pathway for forest insect and pathogen invasions of the US. Front Ecol Environ 10: 135-143. DOI: 10.1890/110198.
Ludwig JA, Reynolds JF. 1988. Statistical Ecology: A Primer on Methods and Computing. Wiley, New York.
Lukvitasari L, Triwidodo H, Rizali A, Buchori D. 2021. Pengaruh lokasi terhadap serangan lalat puru Cecidochares connexa (Macquart) pada tumbuhan eksotik invasif Chromolaena odorata (L.) King and Robinson dan interaksinya dengan komunitas serangga lokal. Jurnal Entomologi Indonesia 18 (2): 127-137. DOI: 10.5994/jei.18.2.127. [Indonesian]
Magurran AE. 2004. Measuring Biological Diversity. Blackwell Publishing, Oxford.
Maharani Y, Utari A, Andriani TS, Maxisel Y, Rasiska S, Sudarjat, Hutapea D, Hidayat P. 2025. Insect abundance and pest prevalence across landscape types and seasons in arabica coffee plantations of West Java, Indonesia. Biodiversitas 26 (11): 5438-5448. DOI: 10.13057/biodiv/d261105.
Margalef R. 1958. Information theory in ecology. Gen Syst 3: 36-71.
Mashami RA, Hatimah H, Kurnia N, Khaeruman K. 2022. Empowering communities through the utilization of coffee skin waste into tea. Lumbung Inovasi: Jurnal Pengabdian kepada Masyarakat 7 (4): 509-516. DOI: 10.36312/linov.v7i4.957.
McCain CM, Garfinkel CF. 2021. Climate change and elevational range shifts in insects. Curr Opin Insect Sci 47:111-118. DOI: 10.1016/j.cois.2021.06.003.
McCain CM. 2005. Elevational gradients in diversity of small mammals. Ecology 86 (2): 366-372. DOI: 10.1890/03-3147.
McGill BJ, Etienne RS, Gray JS et al. 2007. Species abundance distributions: Moving beyond single prediction theories to integration within an ecological framework. Ecol Lett 10: 995-1015. DOI: 10.1111/j.1461-0248.2007.01094.x.
Musthafa MM, Abdullah F. 2019. Coleoptera of Genting Highland, Malaysia: Species richness and diversity changes along the elevations. Ann Musc Zool 17: 123-144. DOI: 10.32800/amz.2019.17.0123.
Nelly N, Reflinaldon, Amelia K. 2015. Predator dan parasitoid pada pertanaman bawang merah: Studi kasus di daerah Alahan Panjang, Sumatera Barat. Pros Semnas Biodiv Indones 1 (5): 1005-1010. DOI: 10.13057/psnmbi/m010508. [Indonesian]
Odum EP. 1993. Basic Ecology. Saunders College Publishing, Philadelphia.
Parmesan C, Yohe G. 2003. A globally coherent fingerprint of climate change impacts across natural systems. Nature 421: 37-42. DOI: 10.1038/nature01286.
Perfecto I, Vandermeer J, Wright A. 2009. Nature’s Matrix: Linking Agriculture, Conservation and Food Sovereignty. Earthscan Publications Limited, London.
Perfecto I, Vandermeer J. 2010. The agroecological matrix as alternative to the land-sparing/agricultural intensification model. Proc Natl Acad Sci USA 107 (13): 5786-5791. DOI: 10.1073/pnas.0905455107.
Permana P, Ramadhan RAM, Isnaeni S. 2024. Identifikasi keanekaragaman serangga tanaman jagung (Zea mays L.) di Kecamatan Tamansari Kota Tasikmalaya. Agrisantifika Jurnal Ilmu-Ilmu Pertanian 8 (1): 81-91. DOI: 10.32585/ags.v8i1.4529. [Indonesian]
Petchey OL, Gaston KJ. 2002. Functional Diversity (FD), species richness and community composition. Ecol Lett 5: 402-411. DOI: 10.1046/j.1461-0248.2002.00339.x.
Philpott SM, Arendt WJ, Armbrecht I, et al. 2008. Biodiversity loss in Latin American coffee landscapes: Review of the evidence on ants, birds, and trees. Conserv Biol 22 (5): 1093-1105. DOI: 10.1111/j.1523-1739.2008.01029.x.
Pokhrel PR. 2020. Ant Diversity along an Elevational Gradient in Champadevi Hill, Central Nepal. [MSc Thesis]. Tribhuvan Univ, Kathmandu. [Nepal]
Quinn GP, Keough MJ. 2002. Experimental Design and Data Analysis for Biologists. Cambridge Univ Press, Cambridge. DOI: 10.1017/CBO9780511806384.
Rahbek C, Borregaard MK, Colwell RK, Dalsgaard B, Holt BG, Morueta-Holme N, Nogues-Bravo D, Whittaker RJ, Fjeldså J. 2019. Humboldt’s enigma: What causes global patterns of mountain biodiversity? Science 365: 1108-1113. DOI: 10.1126/science.aax0149.
Rahbek C. 1995. The elevational gradient of species richness: A uniform pattern? Ecography 18: 200-205. DOI: 10.1111/j.1600-0587.1995.tb00341.x.
Rahmawasiah, Abadi AL, Mudjiono G, Rizali A. 2022. The effect of integrated pest management on Scirpophaga innotata population and natural enemies on rice fields in South Sulawesi, Indonesia. Biodiversitas 23 (9): 4510-4516. DOI: 10.13057/biodiv/d230917.
Redowan M. 2015. Spatial pattern of tree diversity and evenness across forest types in Majella National Park, Italy. For Ecosyst 3: 24. DOI: 10.1186/s40663-015-0048-1.
Richardson DM, Pyšek P, Rejmánek M, Barbour MG, Panetta FD, West CJ. 2000. Naturalization and invasion of alien plants: Concepts and definitions. Divers Distrib 6: 93-107. DOI: 10.1046/j.1472-4642.2000.00083.x.
Rosalia S, Yonariza, Syahrawati M. 2022. Effect of farmer’s behavior in cocoa management on insect diversity in Salayo Cocoa Plantation, West Sumatra, Indonesia. Biodiversitas 23 (10): 5064-5073. DOI: 10.13057/biodiv/d231013.
Saenz-Lituma G. 2024. The agroecological transition of farms in the Ecuadorian Andes through the lens of the main agroecological structure. Land Degrad Dev 36: 424-440. DOI: 10.1002/ldr.5368.
Sam K, Koane B, Jeppy S, Sykorova J, Novotny V. 2017. Diet of land birds along an elevational gradient in Papua New Guinea. Sci Rep 7: 44018. DOI: 10.1038/srep44018.
Sanders NJ, Rahbek C. 2012. The patterns and causes of elevational diversity gradients. Ecography 35: 1-3. DOI: 10.1111/j.1600-0587.2011.07338.x.
Seebens H, Blackburn TM, Dyer EE et al. 2017. No saturation in the accumulation of alien species worldwide. Nat Commun 8: 14435. DOI: 10.1038/ncomms14435.
Shah M, Sher H, Ali H et al. 2025. Altitudinal gradient and its correlation with plant diversity in Daral Valley, Swat, Pakistan, using multivariate analysis. BMC Ecol Evol 25: 103. DOI: 10.1186/s12862-025-02402-x.
Shannon CE, Wiener W. 1949. The Mathematical Theory of Communication. Univ Illinois Press, Urbana.
Sofian M, Haryanto H, Fauzi MT. 2023. Keragaman serangga hama dan musuh alami pada tanaman cabai rawit (Capsicum frutescens L.) di Kecamatan Labuhan Haji Kabupaten Lombok Timur. Jurnal Ilmiah Mahasiswa Agrokomplek 2 (3): 349-361. DOI: 10.29303/jima.v2i3.3564. [Indonesian]
Sollai G, Giglio A, Giulianini PG, Crnjar R, Solari P. 2024. Topic: Arthropod biodiversity: ecological and functional aspects. Insects 15(10):766. DOI: 10.3390/insects15100766.
Sonico MG. 2022. Insect diversity in an organic rice farm in Brgy. Langkong, M’lang, North Cotabato, Philippines. Southeast Philipp J Res Dev 27 (1): 45-56. DOI: 10.53899/spjrd.v27i1.189.
Telwala Y, Brook BW, Manish K, Pandit MK. 2013. Climate-induced elevational range shifts and increase in plant species richness in a Himalayan biodiversity epicentre. PLoS One 8 (2): e57103. DOI: 10.1371/journal.pone.0057103.
Tscharntke T, Klein AM, Kruess A, Steffan-Dewenter I, Thies C. 2005. Landscape perspectives on agricultural intensification and biodiversity-ecosystem service management. Ecol Lett 8 (8): 857-874. DOI: 10.1111/j.1461-0248.2005.00782.x.
Van Mele P, Cuc NTT. 2000. Evolution and status of Oecophylla smaragdina (Fabricius) as a pest control agent in citrus in the Mekong Delta, Vietnam. Int J Pest Manag 46 (4): 295-301. DOI: 10.1080/09670870050206073.
Villaseñor-Amador D, Benites P, Sandoval-Becerra FM, Rosas-Mejía M, Zaldívar-Riverón A, Janda M. 2025. Unravelling high insect diversity and community turnover along a tropical-temperate elevation gradient: A metabarcoding approach. PLoS One 2 0(7): e0327884. DOI: 10.1371/journal.pone.0327884
Whittaker RH. 1972. Evolution and measurement of species diversity. Taxon 21 (2-3): 213-251. DOI: 10.2307/1218190.
Whitten T, Soeriaatmadja RE, Afiff SA. 1996. The Ecology of Java and Bali. Periplus Editions, Singapore.
With KA. 2002. The landscape ecology of invasive spread. Conserv Biol 16 (5): 1192-1203. DOI: 10.1046/j.1523-1739.2002.01064.x.
Wolda H. 1987. Altitude, habitat and tropical insect diversity. Biol J Linn Soc 30: 313-323. DOI: 10.1111/j.1095-8312.1987.tb00305.x.
Wong MKL, Guénard B, Lewis OT. 2019. Trait-based ecology of terrestrial arthropods. Biol Rev 94 (2): 541-561. DOI: 10.1111/brv.12488.
Wood SA, Karp DS, DeClerck F, Kremen C, Naeem S, Palm CA. 2015. Functional traits in agriculture: Agrobiodiversity and ecosystem services. Trends Ecol Evol 30 (9): 531-539. DOI: 10.1016/j.tree.2015.06.013.
Yanti R, Mauliani N, Yulianingsih K, Ningsih FC, Adam MAC, Haryono A, Savitri S. 2023. The diversity of insects in polyculture farms, Palangka Raya, Central Kalimantan, Indonesia. Inornatus Biol Educ J 3 (1): 1-13. DOI: 10.30862/inornatus.v3i1.376.